If you run a one-person company, you quickly learn a simple truth:
You’re always understaffed.
Automation is your only employee.
GitHub Actions has become one of my most reliable tools—not for CI/CD, not for deployments, but for running my life and my workflows.
In this post, I'll show exactly how I use GitHub Actions as a free, always-on automation engine to support my daily routines, my internal tools, and my one-person company’s operations.
Why GitHub Actions Works So Well for Solo Developers
GitHub Actions is:
- free
- cloud-based
- reliable
- cron-capable
- easy to version-control
- available 24/7
- runs Python beautifully
- great for small periodic jobs
For a solo developer, this makes it perfect as a personal automation engine.
Most people use it for CI/CD.
I use it to run my life.
What I Automate with GitHub Actions
Here’s my 2025 schedule of automations:
Daily
- Generate Notion daily report
- Backup Notion → CSV
- Log productivity metrics
- Sync tasks from different databases
Weekly
- Weekly summary generation (Friday)
- Back up content drafts
- Update my “Company Operating Log”
Monthly
- Archive old tasks
- Export data snapshots
- Rotate logs
Ad-hoc
- Trigger FastAPI microservices
- Trigger n8n workflows
- Run small Python scripts
GitHub Actions is basically my personal cron server—and it’s 100% free.
Example: Daily Report Generator (Python + GitHub Actions)
This is one of my simplest, most useful automations.
Folder structure:
automation/
daily_report.py
.github/
workflows/
daily-report.yml
daily_report.py (Minimal Working Example)
import requests
import datetime
NOTION_KEY = "YOUR_NOTION_KEY"
DATABASE_ID = "YOUR_DATABASE_ID"
headers = {
"Authorization": f"Bearer {NOTION_KEY}",
"Notion-Version": "2022-06-28",
"Content-Type": "application/json"
}
def create_report():
today = datetime.date.today().isoformat()
url = "https://api.notion.com/v1/pages"
payload = {
"parent": {"database_id": DATABASE_ID},
"properties": {
"Name": {
"title": [{"text": {"content": f"Daily Report - {today}"}}]
},
"Date": {"date": {"start": today}}
}
}
r = requests.post(url, headers=headers, json=payload)
if r.status_code == 200:
print("Created successfully")
else:
print("Error:", r.text)
if __name__ == "__main__":
create_report()
GitHub Actions workflow: .github/workflows/daily-report.yml
name: Daily Report
on:
schedule:
- cron: "0 1 * * *" # Run every day at 01:00 UTC
workflow_dispatch:
jobs:
run-script:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: "3.11"
- name: Install dependencies
run: pip install requests
- name: Run script
env:
NOTION_KEY: ${{ secrets.NOTION_KEY }}
DATABASE_ID: ${{ secrets.DATABASE_ID }}
run: python automation/daily_report.py
This workflow:
- Runs every morning
- Writes a fresh daily report into Notion
- Requires no server
- Costs $0
- Never forgets to run
Other Automations I Run
Here are some of the other scripts powered by GitHub Actions in my stack:
1️⃣ Notion → CSV backup
Exports Notion database into CSV every midnight.
2️⃣ Weekly summary generator
Every Friday, my Python script:
- fetches Notion logs
- aggregates tasks
- writes a weekly overview
3️⃣ Personal productivity logger
Tracks:
- completed tasks
- time blocks
- work categories
4️⃣ Triggering n8n workflow
Using:
curl -X POST <n8n-webhook>
5️⃣ FastAPI endpoint tests
Mini-checks to keep microservices alive.
Why This Approach Works for a Solo Developer
Because GitHub Actions gives you:
✔ A free server
No VPS. No maintenance.
✔ A reliable scheduler
Cron jobs in the cloud.
✔ A version-controlled automation hub
All workflows tracked.
✔ Secure secret storage
Notion API keys stored in GitHub Secrets.
✔ Perfect integration with Python
No “server setup”, just run scripts.
✔ The mindset shift
You stop doing things manually.
You start thinking in systems.
What’s Next in My Automation Roadmap
In 2025–2026 I plan to automate:
- Invoice generation
- Project heatmap analytics
- Automatic content pipeline
- FastAPI service scheduled tasks
- Client updates via email/slack
- AI-assisted knowledge base
- Automated Upwork proposal logs
Automation is my second brain, and GitHub Actions is its backbone.
If You Want More
I can share:
- How I manage secrets securely
- How I deploy microservices
- How my Notion → GitHub backup works
- My full “Ops Dashboard” blueprint
- My complete automation folder structure
Just comment and I’ll write it.
Thanks for reading — and happy automating!
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